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Os03g0146800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, unclassifiable transcript.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = < th, dose dependency = dose independent, type of G = rect.)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
668.26 | 1.2 | 5.55 | -5.11 | 0.643 | 3.74 | 1.13 | -4.99 | -1.81 | 4.45 | 20 | 4320 | 4 | 1 |
745.16 | 1.27 | 5.84 | -5.32 | 0.666 | 4.35 | 0.97 | -- | -2.01 | 4.05 | 20.09 | 10077 | 4.65 | 0.714 |
671.03 | 1.21 | 5.56 | -5.08 | 0.669 | 3.77 | -- | -4.95 | -1.8 | 4 | 19.96 | 4349 | 3.99 | 0.878 |
685.52 | 1.22 | 5.79 | -5.45 | 0.806 | 4.74 | -- | -- | -2.05 | 3.87 | 19.8 | 11465 | 4.7 | 0.683 |
692.06 | 1.23 | 5.57 | -5.02 | -- | 3.89 | -- | -5.1 | -1.79 | -- | 19.94 | 4324 | 3.89 | 0.7 |
1438.37 | 1.78 | 6.23 | -9.76 | 0.465 | -- | 1.88 | -- | -4.12 | 5.56 | -- | -- | -- | -- |
1443.98 | 1.78 | 6.24 | -9.76 | 0.521 | -- | -- | -- | -4.13 | 3.87 | -- | -- | -- | -- |
702.21 | 1.23 | 5.77 | -5.45 | -- | 4.78 | -- | -- | -1.91 | -- | 19.8 | 11563 | 4.8 | 0.433 |
1176.05 | 1.6 | 5.73 | -- | 0.794 | 5.14 | -- | -- | -1.95 | 3.68 | 19.56 | 25985 | 4.19 | 0.72 |
1458.89 | 1.78 | 6.24 | -9.74 | -- | -- | -- | -- | -4.12 | -- | -- | -- | -- | -- |
3955.8 | 2.94 | 6 | -- | 0.332 | -- | -- | -- | -3.04 | 4.23 | -- | -- | -- | -- |
722.72 | 1.25 | 5.46 | -- | -- | 8.15 | -- | -- | -0.647 | -- | 19 | 28775 | 2.5 | 2.12 |
3961.77 | 2.94 | 6 | -- | -- | -- | -- | -- | -3.03 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 639.19 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 1 |
2 | 639.63 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 15 |
4 | 640.59 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 7 |
7 | 640.69 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 5 |
10 | 641.44 | radiation | 30 | 43200 | < th | dose independent | rect. | 16 | 10 |
16 | 643.89 | radiation | 10 | 43200 | < th | dose independent | rect. | 5 | 1 |
17 | 646.51 | radiation | 10 | 43200 | < th | dose independent | rect. | 24 | 6 |
19 | 646.56 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 17 |
39 | 647.59 | radiation | 30 | 43200 | > th | dose dependent | rect. | 16 | 16 |
42 | 647.83 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 2 |
49 | 648.02 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 9 |
56 | 649.32 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 14 |
60 | 651.48 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 12 |
63 | 655.51 | radiation | 30 | 43200 | > th | dose dependent | rect. | 7 | 1 |
91 | 657.55 | temperature | 20 | 14400 | < th | dose independent | rect. | 4 | 1 |
107 | 658.19 | temperature | 20 | 14400 | > th | dose independent | rect. | 4 | 1 |
120 | 659.94 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 4 |
122 | 660.40 | radiation | 1 | 43200 | > th | dose dependent | rect. | 4 | 2 |
133 | 660.56 | radiation | 40 | 43200 | < th | dose independent | rect. | 6 | 2 |
140 | 661.55 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 8 |
141 | 661.60 | radiation | 1 | 43200 | < th | dose dependent | rect. | 7 | 2 |
149 | 662.18 | radiation | 1 | 43200 | > th | dose independent | rect. | 10 | 1 |
161 | 662.52 | radiation | 1 | 43200 | < th | dose independent | rect. | 10 | 1 |
162 | 662.52 | radiation | 1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
169 | 663.69 | radiation | 10 | 43200 | < th | dose dependent | rect. | 4 | 2 |
170 | 663.71 | radiation | 10 | 43200 | < th | dose dependent | rect. | 1 | 5 |
178 | 664.19 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 10 |
205 | 666.82 | wind | 1 | 43200 | < th | dose dependent | rect. | 20 | 8 |
237 | 668.65 | temperature | 20 | 43200 | > th | dose independent | rect. | 14 | 1 |
243 | 669.53 | radiation | 10 | 43200 | < th | dose dependent | rect. | 18 | 13 |
246 | 670.10 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 4 |
247 | 670.20 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 4 |
250 | 670.49 | temperature | 20 | 43200 | < th | dose independent | rect. | 14 | 1 |
254 | 671.39 | humidity | 70 | 43200 | < th | dose independent | rect. | 7 | 1 |
292 | 674.38 | humidity | 70 | 43200 | > th | dose independent | rect. | 7 | 1 |
314 | 676.58 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 1 |
353 | 679.18 | temperature | 25 | 14400 | > th | dose independent | rect. | 10 | 1 |
364 | 679.34 | temperature | 20 | 14400 | > th | dose dependent | rect. | 5 | 1 |
381 | 680.47 | radiation | 30 | 43200 | > th | dose independent | rect. | 7 | 1 |
398 | 680.52 | temperature | 20 | 14400 | > th | dose dependent | rect. | 2 | 1 |
439 | 683.07 | temperature | 25 | 14400 | < th | dose independent | rect. | 10 | 1 |
442 | 683.34 | temperature | 20 | 14400 | > th | dose dependent | rect. | 2 | 4 |
471 | 684.59 | temperature | 20 | 14400 | > th | dose dependent | rect. | 24 | 6 |
483 | 685.36 | temperature | 25 | 14400 | > th | dose independent | rect. | 8 | 3 |
487 | 685.48 | radiation | 10 | 43200 | < th | dose independent | sin | 13 | NA |
508 | 687.45 | humidity | 70 | 43200 | < th | dose independent | rect. | 6 | 3 |
514 | 687.73 | temperature | 25 | 14400 | < th | dose independent | rect. | 8 | 3 |
522 | 688.09 | temperature | 20 | 14400 | < th | dose dependent | rect. | 23 | 2 |
540 | 689.64 | radiation | 30 | 43200 | < th | dose dependent | rect. | 17 | 14 |
562 | 690.64 | temperature | 20 | 14400 | < th | dose dependent | rect. | 22 | 5 |
684 | 695.50 | humidity | 90 | 43200 | > th | dose dependent | rect. | 24 | 2 |
707 | 696.58 | humidity | 90 | 43200 | > th | dose dependent | rect. | 23 | 9 |
752 | 697.98 | temperature | 20 | 14400 | < th | dose dependent | rect. | 2 | 1 |
852 | 703.41 | wind | 1 | 43200 | < th | dose independent | rect. | 19 | 9 |
859 | 703.58 | radiation | 40 | 43200 | < th | dose independent | sin | 13 | NA |
925 | 705.59 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 17 |
949 | 706.28 | humidity | 90 | 43200 | > th | dose dependent | sin | 10 | NA |